The Sample Complexity of Dictionary Learning.

Daniel Vainsencher Shie Mannor Alfred M. Bruckstein

Published in: COLT (2011)

Keyphrases

dictionary learning
sparse representation
sparse coding
image super resolution
object category recognition
sparse codes
linear combination
image classification
image representation
group sparsity
data sets
unsupervised learning
visual words